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researcher

Tinkle Chugh

8 papers hereh-index 162.1k citations45 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author3
  • first author1
  • middle author4

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ML2

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedR-MBO: A Multi-surrogate Approach for Preference Incorporation in Multi-objective Bayesian Optimisation

5 citations · 12 across the 6 of their papers we have counts for

collaborators
Showing 2026 · cs.LGShow all

1 paper · 2 filters

cs.LG2026

Accelerating Multi-Objective Bayesian Optimisation via Predictive-Gradient Catalysts

Alma Rahat, Tinkle Chugh, Jonathan Fieldsend +1

This paper presents a general acceleration mechanism for multi-objective Bayesian optimisation (MOBO) that leverages Gaussian process predictive gradients as auxiliary signals. Rat…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.